P
Pietro Mascagni
Researcher at University of Strasbourg
Publications - 87
Citations - 926
Pietro Mascagni is an academic researcher from University of Strasbourg. The author has contributed to research in topics: Medicine & Computer science. The author has an hindex of 10, co-authored 55 publications receiving 309 citations. Previous affiliations of Pietro Mascagni include Catholic University of the Sacred Heart & University of Rome Tor Vergata.
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Journal ArticleDOI
Artificial Intelligence for Surgical Safety: Automatic Assessment of the Critical View of Safety in Laparoscopic Cholecystectomy Using Deep Learning.
Pietro Mascagni,Armine Vardazaryan,Deepak Alapatt,Takeshi Urade,Taha Emre,Claudio Fiorillo,Patrick Pessaux,Didier Mutter,Jacques Marescaux,Guido Costamagna,Bernard Dallemagne,Nicolas Padoy +11 more
TL;DR: Deep learning algorithms can be trained to reliably segment hepatocystic anatomy and assess CVS criteria in still laparoscopic images and should be encouraged to develop and evaluate deep learning models to improve surgical safety.
Journal ArticleDOI
Computer vision in surgery.
Thomas M. Ward,Pietro Mascagni,Yutong Ban,Guy Rosman,Nicolas Padoy,Ozanan R. Meireles,Daniel A. Hashimoto +6 more
TL;DR: The development and refining of deep neural networks that can now accurately identify objects in images and remember past surgical events has sparked a surge in the applications of CV to analyze intraoperative video and has allowed for the accurate identification of surgical phases (steps) and instruments across a variety of procedures.
Journal ArticleDOI
Surgical Data Science - from Concepts toward Clinical Translation
Lena Maier-Hein,Lena Maier-Hein,Lena Maier-Hein,Matthias Eisenmann,Duygu Sarikaya,Duygu Sarikaya,Keno März,Toby Collins,Anand Malpani,Johannes Fallert,Hubertus Feussner,Stamatia Giannarou,Pietro Mascagni,Hirenkumar Nakawala,Adrian Park,Carla M. Pugh,Danail Stoyanov,Swaroop Vedula,Kevin Cleary,Gabor Fichtinger,Germain Forestier,Germain Forestier,Bernard Gibaud,Teodor P. Grantcharov,Teodor P. Grantcharov,Makoto Hashizume,Doreen Heckmann-Nötzel,Hannes Kenngott,Ron Kikinis,Lars Mündermann,Nassir Navab,Nassir Navab,Sinan Onogur,Tobias Roß,Tobias Roß,Raphael Sznitman,Russell H. Taylor,Minu D. Tizabi,Martin Wagner,Gregory D. Hager,Thomas Neumuth,Nicolas Padoy,Justin W. Collins,Ines Gockel,Jan Goedeke,Daniel A. Hashimoto,Daniel A. Hashimoto,Luc Joyeux,Kyle Lam,Daniel R. Leff,Amin Madani,Hani J. Marcus,Ozanan R. Meireles,Alexander Seitel,Dogu Teber,Frank Ückert,Beat P. Müller-Stich,Pierre Jannin,Stefanie Speidel +58 more
TL;DR: Surgical Data Science (SDS) is a new research field that aims to improve the quality of interventional healthcare through the capture, organization, analysis and modeling of data as mentioned in this paper.
Journal ArticleDOI
A Computer Vision Platform to Automatically Locate Critical Events in Surgical Videos: Documenting Safety in Laparoscopic Cholecystectomy
Pietro Mascagni,Deepak Alapatt,Takeshi Urade,Armine Vardazaryan,Didier Mutter,Jacques Marescaux,Guido Costamagna,Bernard Dallemagne,Nicolas Padoy +8 more
TL;DR: In this paper, a computer vision platform was developed to automatically locate critical events in surgical videos and provide short video clips documenting the critical view of safety (CVS) in laparoscopic cholecystectomy (LC).
Journal ArticleDOI
HYPerspectral Enhanced Reality (HYPER): a physiology-based surgical guidance tool
Manuel Barberio,Fabio Longo,Claudio Fiorillo,Barbara Seeliger,Pietro Mascagni,Vincent Agnus,Véronique Lindner,Bernard Geny,Anne-Laure Charles,Ines Gockel,Marc Worreth,Alend Saadi,Jacques Marescaux,Michele Diana +13 more
TL;DR: HYPER imaging could precisely quantify the overtime perfusion changes in this bowel ischemia model and was developed to superimpose HSI information onto the live video, creating the HYPerspectral-based Enhanced Reality (HYPER).